Robustness Evaluation

Formal Robustness Verification

Mathematically rigorous approach to verify a model's robustness by proving guarantees for all possible perturbations within a specified domain. Unlike empirical methods, formal verification provides absolute certainty but is often computationally expensive.

← Back